Driving assist apparatus

ABSTRACT

When lane change assist control for assisting a lane change from an own lane (original lane) to an adjacent target lane is performed, the determination as to whether or not another vehicle is in the target lane may be made based on the own lane width, the own vehicle&#39;s deviation from the lateral center of the own lane (own lane deviation), and the lateral position of the another vehicle. When the vehicle enters the target lane, own lane switching in which the own lane deviation changes by the lane width occurs and makes it impossible to properly perform the above determination. In view of this, after occurrence of own lane switching, the above determination is made based on a value obtained by adding the own lane width to the another vehicle lateral position or a value obtained by subtracting the own lane width from the another vehicle lateral position.

BACKGROUND OF THE INVENTION Field of the Invention

The present invention relates to a driving assist apparatus which assists a lane change from “an own lane (original lane) which is a lane in which an own vehicle is traveling” to “a target lane which is a lane adjacent to the own lane.”

Description of the Related Art

Conventionally, there have been proposed driving assist apparatuses which assist driver's steering operation when the driver performs a lane change for his/her vehicle (own vehicle). The proposed driving assist apparatuses execute control for automatically changing the turn angle of turnable wheels so as to assist the driver's steering operation (i.e., lane change assist control). One of such driving assist apparatuses (hereinafter also referred to as “a conventional apparatus”) is configured to execute the lane change assist control when the apparatus determines, on the basis of the operation state of a winker lever (direction indicator lever), that the driver wishes to make a lane change (see, for example, Japanese Patent Application Laid-Open (kokai) No. 2009-274594 (in particular, paragraphs [0027], [0029], and [0053])). The conventional apparatus obtains the positions of other vehicles traveling in the own lane (original lane) and in the target lane, and prohibits execution of the lane change assist control if there is a high possibility that the own vehicle will collide with another vehicle when the own vehicle makes a lane change from the original lane to the target lane.

Incidentally, in order to determine whether or not there is a high possibility that the own vehicle will collide with another vehicle when the own vehicle makes a lane change, in general, the driving assist apparatus which executes the lane change assist control must execute a process of extracting another vehicle traveling in the target lane from targets detected by a surrounding monitoring sensor (for example, an onboard camera and a millimeter wave radar) provided in the own vehicle.

For example, when a target lane separation amount which is the distance between the position of a detected target in the lateral direction (lane width direction) and the lateral center of the target lane is small, the target can be determined to be another vehicle traveling in the target lane.

The target lane separation amount can be obtained on the basis of the length of the own lane in the lateral direction (own lane width), an own lane deviation which is the separation amount of the own vehicle from the lateral center of the own lane, and the position of the target in the lateral direction in relation to the own vehicle. For example, in the case where the own vehicle is traveling on “a road having a lane width Lw of 3.5 m (accordingly, a road in which the distance between the lateral center of the original lane and the lateral center of an adjacent lane is 3.5 m), the own lane deviation is 0.1 m in the rightward direction, and a lane located adjacently on the right side of the own lane is the target lane, if there is detected a target which is located on the right side of the own vehicle and is located at a distance of 3.3 m (in the lateral direction) from the own vehicle, the target lane separation amount of that target is 0.1 m (=3.5−0.1−3.3) in the leftward direction.

The own lane width and the own lane deviation can be obtained by, for example, performing analysis (image recognition) on “an image obtained by photographing a region in front of the own vehicle through use of an onboard camera.”

However, when the own vehicle enters the target lane during execution of the lane change assist control, there occurs a phenomenon in which the obtained own lane deviation switches from the separation amount from the lateral center of the original lane to the separation amount from the lateral center of the target lane (hereinafter also referred to as “own lane switching”). Namely, since the target lane having been recognized as a lane adjacent to the original lane until entry of the own vehicle into the target lane becomes a new own lane at the time of entry of the own vehicle into the target lane, the above-mentioned own lane switching occurs.

Accordingly, in the case where the own lane deviation is, for example, a half of the lane width Lw (+Lw/2) just before occurrence of the own lane switching, immediately after the occurrence of the own lane switching, the own lane deviation has the same magnitude as the own lane deviation before the occurrence of the own lane switching but has the opposite sign (namely, the own lane deviation becomes −Lw/2). As a result, there arises a problem that another vehicle traveling in the target lane is erroneously determined to be another vehicle traveling in the original lane.

One object of the present invention is to provide a driving assist apparatus which can properly recognize another vehicle traveling in a target lane from among detected targets even when own lane switching occurs and which can perform lane change support control on the basis of that recognition.

A driving assist apparatus which achieves the above-described object (hereinafter also referred to as “the apparatus of the present invention”) includes a lane recognition section, a target detection section, and a control execution section.

Said lane recognition section (a front camera 41 and a DS ECU 20) obtains “an own lane width (Lw)” which is a length in a lateral direction of “an own lane” which is a lane in which an own vehicle (10) is traveling and “an own lane deviation (Dc) which is a separation amount of said own vehicle from a lateral center of said own lane.

Said target detection section (a millimeter wave radar 42 and the DS ECU 20) detects targets present around said own vehicle and obtains “a target lateral position (a lateral position Dy and a corrected lateral position Dmy)” which is a position of each of said targets in the lateral direction in relation to said own vehicle.

Said control execution section (the DS ECU 20) executes “a lane change assist control” for assisting, by controlling a turn angle of turnable wheels of said own vehicle (an angle corresponding to steering angle θs), a lane change from “an original lane” which is said own lane at a point when said lane change is started to a “target lane” which is a lane adjacent to said original lane, said control execution section executing said lane change assist control when said control execution section determines that said lane change does not cause a collision with “a target lane other vehicle” which is another vehicle travelling in said target lane, said target lane other vehicle being extracted from among said detected targets on the basis of said target lateral position and said own lane deviation (when both conditions (sa) and (sb) are satisfied and when neither of conditions (ca) and (cb) is satisfied).

Further, during execution of said lane change assist control, said control execution section executes at least one of a first extraction process (a rightward offset process) of extracting said target lane other vehicle on the basis of said target lateral position and “a value obtained by subtracting said own lane width from said own lane deviation” and a second extraction process (a leftward offset process) of extracting said target lane other vehicle on the basis of said target lateral position and “a value obtained by adding said own lane width to said own lane deviation.”

Said control execution section executes said first extraction process when said own lane deviation increases by said own lane width due to occurrence of “own lane switching” which is a phenomenon in which said own lane deviation obtained by said lane recognition section switches from “a separation amount of said own vehicle from a lateral center of said original lane” to “a separation amount of said own vehicle from a lateral center of said target lane.”

Said control execution section executes said second extraction process when said own lane deviation decreases by said own lane width due to occurrence of said own lane switching.

For example, the own lane deviation assumes a positive value when the own vehicle is located on the left side of the lateral center of the own lane and assumes a negative value when the own vehicle is located on the right side of the lateral center of the own lane. In this case, when a lane change is performed with a lane located adjacently on the right side of the original lane being selected as a target lane, before occurrence of own lane switching, the value of the own lane deviation decreases within the range of negative value as the own vehicle moves in the rightward direction. After that, when own lane switching occurs, the target lane is recognized as the own lane, and since the own vehicle is located on the left side of the lateral center of the target lane, the value of the own lane deviation decreases within the range of positive value as the own vehicle moves in the rightward direction. In other words, due to occurrence of the own lane switching, the own lane deviation having had a negative value increases by an amount corresponding to the own lane width and assumes a positive value.

In view of the forgoing, in such a case, during a period between a point when the own lane switching has occurred and a point when the lane change is completed, the apparatus of the present invention executes the process of extracting another vehicle traveling in the target lane from among the targets detected by the target detection section, on the basis of the value obtained by subtracting the own lane width from the own lane deviation, instead of the own lane deviation itself.

Meanwhile, when a lane change is performed with a lane located adjacently on the left side of the original lane being selected as a target lane, the own lane deviation decreases by an amount corresponding to the lane width upon occurrence of the own lane switching. In view of the forgoing, in such a case, during the period between the point when the own lane switching has occurred and the point when the lane change is completed, the apparatus of the present invention executes the process of extracting another vehicle traveling in the target lane from among the targets detected by the target detection section, on the basis of the sum of the own lane deviation and the own lane width, instead of the own lane deviation itself.

Accordingly, even when such own lane switching occurs, the apparatus of the present invention can properly determine whether or not the lane change can be performed, after extracting another vehicle traveling in the target lane from among the targets detected by the target detection section.

In one mode of the apparatus of the present invention, said lane recognition section obtains said own lane deviation such that the absolute value of said own lane deviation represents a distance in the lateral direction between said own vehicle and the lateral center of said own lane and the sign of said own lane deviation represents whether said own vehicle is located leftward or rightward of said own lane; and

said control execution section determines that said own lane switching has occurred when said own lane deviation reverses its sign during said lane change (when the sign of the own lane deviation Dc and the sign of a previous own lane deviation Dcp differ from each other).

According to this mode, the determination as to whether or not own lane switching has occurred can be made on the basis of the sign of the own lane deviation newly obtained by the lane recognition section and the sign of the own lane deviation obtained last time. Therefore, according this mode, the determination as to whether or not own lane switching has occurred can be made by a simple process.

In another mode of the apparatus of the present invention, when said control execution section extracts said target lane other vehicle from among said detected targets, said control execution section determines whether or not a certain target is said target lane other vehicle on the basis of “a probability of said certain target being said target lane other vehicle (a left lane presence probability PLi, a right lane presence probability PRi, a post-smoothing left lane probability PLs, and a post-smoothing right lane probability PRs),” the probability being determined on the basis of the separation amount (a left lane lateral position DLy and a right lane lateral position DRy) of said certain target from the lateral center of said target lane (steps 770 and 780 of FIG. 8).

The probability that a certain target is the target lane other vehicle may be determined on the basis of a combination of the separation amount of the target from the lateral center of the target lane and the longitudinal distance (distance in the front-rear direction) between the target and the own vehicle. For example, the apparatus of the present invention can determine that the certain target is the target lane other vehicle when the probability that the certain target is the target lane other vehicle is higher than a predetermined threshold value. Therefore, according to the present mode, the determination as to whether or not the certain target is the target lane other vehicle can be made by a simple process.

Notably, in the above description, in order to facilitate understanding of the present invention, the constituent elements of the invention corresponding to those of an embodiment of the invention which will be described later are accompanied by parenthesized names and/or symbols which are used in the embodiment; however, the constituent elements of the invention are not limited to those in the embodiment defined by the names and/or the symbols. Other objects, other features, and attendant advantages of the present invention will be readily appreciated from the following description of the embodiment of the invention which is made with reference to the accompanying drawings.

BRIEF DESCRIPTION OF THE DRAWINGS

FIG. 1 is a schematic diagram of a vehicle (present vehicle) on which a driving assist apparatus according to an embodiment of the present invention (present assist apparatus) is mounted;

FIG. 2 is a block diagram of the present assist apparatus;

FIG. 3 is an illustration showing a portion of information obtained by an own lane information obtainment process;

FIG. 4 is an illustration showing corrected positions obtained by a straight line correction process;

FIG. 5 is an illustration showing a lane probability map;

FIG. 6 is an illustration showing how the present vehicle performs a lane change by lane change assist control;

FIG. 7 is a flowchart representing an other vehicle information obtainment process routine executed by the present assist apparatus; and

FIG. 8 is a flowchart representing a lane change assist control routine executed by the present assist apparatus.

DESCRIPTION OF THE PREFERRED EMBODIMENTS

A driving assist apparatus according to an embodiment of the present invention (hereinafter also referred to as “the present assist apparatus”) will now be described with reference to the drawings. The present assist apparatus is applied to a vehicle 10 shown in FIG. 1. As shown in FIG. 2, which is a block diagram of the present assisting apparatus, the present assist apparatus includes “a driving assist ECU 20, an engine ECU 31, a brake ECU 32, an EPS ECU 33, and a meter ECU 34” each of which is an electronic control unit (ECU). Notably, the functions realized by some of or all the ECUs may be realized by a single ECU, and the function realized by one of the ECUs may be realized by a plurality of ECUs. In the following description, the driving assist ECU 20 will also be referred to as “the DS ECU 20.”

The DS ECU 20 includes a CPU, a ROM, and a RAM. The CPU performs data reading, numerical computation, computation result output, etc. by repeatedly executing predetermined programs (routines). The ROM stores the programs executed by the CPU, lookup tables (maps), etc. The RAM stores data temporarily.

Like the DS ECU 20, each of the engine ECU 31, the brake ECU 32, the EPS ECU 33, and the meter ECU 34 includes a CPU, a ROM, and a RAM. These ECUs can perform data communication (can exchange data) with one another through a CAN (controller area network) 35. In addition, through the CAN 35, each ECU can receive from “other ECUs” output values of sensors connected to the other ECUs.

The DS ECU 20 is connected to a front camera 41, a millimeter wave radar 42, a vehicle speed sensor 43, an acceleration sensor 44, a yaw rate sensor 45, a GPS receiving section 46, a map database 47, an input output device 48, and speakers 49.

The front camera 41 is disposed at a position near a room mirror (not shown) provided at a center upper portion of the windshield of the vehicle 10. The front camera 41 captures an image of a region in front of the vehicle 10 (hereinafter also referred to as “a front image”) and outputs a signal representing the front image to the DS ECU 20. The angle of view (field of view) of the front camera 41 in the horizontal direction is equal to the angle formed between a straight line FL and a straight line FR shown in FIG. 1.

The millimeter wave radar 42 includes a front center radar 42 a, a front left radar 42 b, a front right radar 42 c, a rear left radar 42 d, and a rear right radar 42 e, each of which is a radar unit.

As shown in FIG. 1, the front center radar 42 a is disposed at the center of the front end of the vehicle 10. The front center radar 42 a detects a target in a region located forward of the vehicle 10.

The front left radar 42 b is disposed at the front left corner of the vehicle 10. The front left radar 42 b detects a target in a region located forward and leftward of the vehicle 10.

The front right radar 42 c is disposed at the front right corner of the vehicle 10. The front right radar 42 c detects a target in a region located forward and rightward of the vehicle 10.

The rear left radar 42 d is disposed at the rear left corner of the vehicle 10. The rear left radar 42 d detects a target in a region located rearward and leftward of the vehicle 10.

The rear right radar 42 e is disposed at the rear right corner of the vehicle 10. The rear right radar 42 e detects a target in a region located rearward and rightward of the vehicle 10.

Each of the radar units contained in the millimeter wave radar 42 includes a transmission section, a receiving section, and a signal processing section (which are not illustrated). The transmission section radiates (transmits) a radio wave of the millimeter wave band (hereinafter also referred to as “a millimeter wave” for simplification). The receiving section receives a millimeter wave reflected by a target (for example, another vehicle, a pedestrian, a guard rail, or a structure) which is present within the radiation range (namely, the receiving section receives a reflected wave).

On the basis of the phase difference between the transmitted millimeter wave and the received reflected wave, the frequency difference therebetween, the attenuation level of the reflected wave, the time between the transmission of the millimeter wave and the reception of the reflected wave, etc., the signal processing section obtains, as “target information,” information representing the direction of the target with respect to the vehicle 10, the distance between the vehicle 10 and the target, the relative speed of the target with respect to the vehicle 10, etc. every time a predetermined time elapses. Further, the signal processing section outputs the obtained target information to the DS ECU 20.

The vehicle speed sensor 43 detects vehicle speed Vs which is the travel speed of the vehicle 10 and outputs a signal representing the vehicle speed Vs to the DS ECU 20.

The acceleration sensor 44 detects the acceleration As of the vehicle 10 in the longitudinal direction and outputs a signal representing the acceleration As to the DS ECU 20.

The yaw rate sensor 45 detects the yaw rate YRt of the vehicle 10 and outputs a signal representing the yaw rate YRt to the DS ECU 20. The yaw rate YRt becomes a positive value when the vehicle 10 is turning left while advancing. The yaw rate YRt becomes a negative value when the vehicle 10 is turning right while advancing.

The GPS receiving section 46 determines the present position Pn of the vehicle 10 on the basis of signals (radio waves) from GPS (Global Positioning System) satellites (not shown) and outputs a signal representing the present position Pn to the DS ECU 20.

The map database 47 is composed of a hard disk drive (HDD) and stores map information. The map database 47 includes information (map information) regarding “nodes” such as intersections and dead ends and “links (roads)” which connect the nodes together. The information regarding links includes information representing the type of road (either of ordinary road and motorway (road for the exclusive use of cars)).

The input output device 48 is disposed on the dashboard of the vehicle 10. The input output device 48 includes a display unit (liquid crystal display). Characters, figures, etc. displayed on the display unit of the input output device 48 are controlled by the DS ECU 20. The display unit of the input output device 48 also functions as a touch panel. Accordingly, a driver can send instructions to the DS ECU 20 by touching the display unit.

The driver can switch the request state of driving assist control to be described later (specifically, follow-up vehicle-to-vehicle distance control, lane keeping control, and lane change assist control) between an ON state and an OFF state by his/her operation on the input output device 48.

The speakers 49 are respectively disposed inside the left and right front doors (not shown) of the vehicle 10 (within the vehicle compartment). The speakers 49 can produce sounds such as a warning sound and a voice message in accordance with instructions from the DS ECU 20.

The engine ECU 31 is connected to a plurality of engine sensors 61 and receives detection signals from these sensors. The engine sensors 61 detect the operation state quantities of the engine 62 which is a drive source of the vehicle 10. The engine sensors 61 include an accelerator pedal operation amount sensor, a throttle valve opening sensor, an engine speed sensor, an intake air amount sensor, etc.

Further, the engine ECU 31 is connected to engine actuators 63, such as a throttle valve actuator and a fuel injection valve, and a transmission 64. The engine ECU 31 changes the drive torque Tq generated by the engine 62 and the gear ratio of the transmission 64 by controlling the engine actuators 63 and the transmission 64. Thus, the engine ECU 31 adjusts the drive force of the vehicle 10, to thereby control the acceleration As.

The brake ECU 32 is connected to a plurality of brake sensors 65 and receives detection signals from these sensors. The brake sensors 65 detect parameters used for controlling an unillustrated “brake (hydraulic frictional brake) mounted on the vehicle 10.” The brake sensors 65 include an operation amount sensor for detecting the operation amount of a brake pedal (not shown), wheel speed sensors for detecting the rotational speeds of the wheels, etc.

Further, the brake ECU 32 is connected to a brake actuator 66. The brake actuator 66 is a hydraulic control actuator. The brake actuator 66 is provided in a hydraulic circuit extending between a master cylinder which pressurizes hydraulic oil by using the depressing force applied to the brake pedal and the friction brake including well-known wheel cylinders provided in the wheels. The hydraulic circuit, the master cylinder, and the friction brake are not shown in the drawings. The brake actuator 66 controls the oil pressure supplied to the wheel cylinders. The brake ECU 32 generates brake forces (frictional brake forces) Bf applied to the wheels, by driving the brake actuator 66, so as to control the acceleration As (in this case, negative acceleration; namely, deceleration) of the vehicle 10.

The EPS ECU 33 is connected to a torque sensor 67 and a steering angle sensor 68 and receives detection signals from these sensors. The torque sensor 67 and the steering angle sensor 68 are disposed on a steering shaft (not shown) connected to a steering wheel 51. The torque sensor 67 outputs a signal representing steering torque Ts which is applied to the steering wheel 51 by the driver. The steering angle sensor 68 outputs a signal representing steering angle θs which is the rotational angle of the steering wheel 51.

Further, the EPS ECU 33 is connected to a drive circuit 69. The drive circuit 69 supplies electric power to a motor 71. The motor 71 generates a motor torque Tm for rotating the steering shaft. In order to assist the steering operation of the steering wheel 51 by the driver, the EPS ECU 33 controls the drive circuit 69 such that the motor torque Tm becomes equal to “a target assist torque Tatgt determined on the basis of the steering torque Ts, the steering angle θs, the vehicle speed Vs, etc.” Further, the EPS ECU 33 changes the turn angle of unillustrated turnable wheels of the vehicle 10 by controlling the motor torque Tm in accordance with an instruction from the DS ECU 20.

The meter ECU 34 is connected to a combination display 72, a winker lever 52, left turn signal lamps 73 a, and right turn signal lamps 73 b.

The combination display 72 is a display unit (liquid crystal display) disposed in front of the driver. The meter ECU 34 displays the vehicle speed Vs, the rotational speed of the engine 62, etc. on the combination display 72.

The winker lever 52 is attached to a steering column 51 a such that the winker lever 52 can be tilted (rotated) in the counterclockwise direction and the clockwise direction as viewed from the driver. The winker lever 52 has a detection section (not illustrated). The winker lever 52 (specifically, the detection section of the winker lever 52) detects the operation state of the winker lever 52 to be described later and outputs a signal corresponding to the detected operation state to the meter ECU 34.

When the winker lever 52 is tilted counterclockwise from the neutral position (initial positon) by a predetermined angle to a first step position in the counterclockwise direction, the winker lever 52 outputs a signal representing that the operation state of the winker lever 52 is the first step position in the counterclockwise direction. When the winker lever 52 is further tilted counterclockwise from the first step position in the counterclockwise direction by a predetermined angle to a second step position in the counterclockwise direction, the winker lever 52 outputs a signal representing that the operation state of the winker lever 52 is the second step position in the counterclockwise direction.

When the winker lever 52 is tilted clockwise from the neutral position by a predetermined angle to a first step position in the clockwise direction, the winker lever 52 outputs a signal representing that the operation state of the winker lever 52 is the first step position in the clockwise direction. When the winker lever 52 is further tilted clockwise from the first step position in the clockwise direction by a predetermined angle to a second step position in the clockwise direction, the winker lever 52 outputs a signal representing that the operation state of the winker lever 52 is the second step position in the clockwise direction.

If the driver of the vehicle 10 stops the operation of the winker lever 52 (namely if the driver releases his/her hand from the winker lever 52) when the winker lever 52 is located at the first step position in the counterclockwise direction or the first step position in the clockwise direction as a result of the driver's operation, the winker lever 52 returns to the neutral position. Meanwhile, when the winker lever 52 reaches the second step position in the counterclockwise direction or the second step position in the clockwise direction as a result of the driver's operation, the winker lever 52 does not return to the neutral position even when the driver stops the operation.

When the driver applies a force to the winker lever 52 in the clockwise direction in a state in which the winker lever 52 is in the second step position in the counterclockwise direction, or when the steering wheel 51 rotates in the clockwise direction by a predetermined angle so as to return to the neutral position, the winker lever 52 returns to the neutral position. Similarly, when the driver applies a force to the winker lever 52 in the counterclockwise direction in a state in which the winker lever 52 is in the second step position in the clockwise direction, or when the steering wheel 51 rotates in the counterclockwise direction by a predetermined angle so as to return to the neutral position, the winker lever 52 returns to the neutral position (for example, see Japanese Patent Application Laid-Open (kokai) No. 2005-138647).

The left turn signal lamps 73 a are winker lamps disposed at the left front corner and the left rear corner, respectively, of the vehicle 10. The right turn signal lamps 73 b are winker lamps disposed at the right front corner and the right rear corner, respectively, of the vehicle 10.

When the winker lever 52 is located at the first step position in the counterclockwise direction or the second step position in the counterclockwise direction, the meter ECU 34 executes a leftward turn signal process. The leftward turn signal process includes a process of blinking the left turn signal lamps 73 a at predetermined blinking time intervals and a process of blinking, at the blinking time intervals, a leftward arrow provided at a predetermined positon of the combination display 72.

When the winker lever 52 is located at the first step position in the clockwise direction or the second step position in the clockwise direction, the meter ECU 34 executes a rightward turn signal process. The rightward turn signal process includes a process of blinking the right turn signal lamps 73 b at the blinking time intervals and a process of blinking, at the blinking time intervals, a rightward arrow provided at a predetermined positon of the combination display 72.

(Execution of Driving Assist Control)

As described above, the DS ECU 20 can execute driving assist controls (specifically, follow-up vehicle-to-vehicle distance control, lane keeping control, and lane change assist control) in accordance with a request from the driver. For executing these controls, the DS ECU 20 defines the X-Y coordinate system (see FIG. 1). The X axis extends in the longitudinal direction of the vehicle 10. The Y axis perpendicularly intersects with the X axis and extends in the lateral direction (width direction) of the vehicle 10. The origin of the X-Y coordinate system is located at the lateral center of the front end of the vehicle 10. The X coordinate assumes a positive value on the front side of the vehicle 10 with respect to the origin. The Y coordinate assumes a positive value on the left side of the vehicle 10 with respect to the origin.

First, there will be described processes (specifically, an own lane information obtainment process and a surrounding vehicle information obtainment process) for obtaining information regarding the surroundings of the vehicle 10 which is necessary for execution of the driving assist control.

(Own Lane Information Obtainment Process)

When the request state of the lane keeping control is in the ON state and when the request state of the lane change assist control is in the ON state, the DS ECU 20 executes the own lane information obtainment process. At the time of execution of the own lane information obtainment process, the DS ECU 20 obtains (recognizes) “a pair of lane separation lines (i.e., a right separation line and a left separation line) which define the own lane” contained in the front image received from the front camera 41.

After obtainment of the pair of lane separation lines, the DS ECU 20 obtains the curvature Cu of “a lane center line CL which is a set of lateral center points of the own lane extending in the forward direction of the vehicle 10.” When the lane center line CL is a straight line, the curvature Cu becomes “0.” When the lane center line CL curves leftward, the curvature Cu assumes a positive value. When the lane center line CL curves rightward, the curvature Cu assumes a negative value.

In addition, when the DS ECU 20 obtains the yaw angle θy which is the angle between the heading direction of the vehicle 10 and the direction of the lane center line CL (in the case where the lane center line CL curves, the direction of a tangential line of the lane center line CL at a position where the X coordinate value is “0”). As shown in FIG. 3, the yaw angle θy is an angle between the lane center line CL and a straight line L1 representing the longitudinal direction of the vehicle 10. When the vehicle 10 is in the state shown in FIG. 3, the yaw angle θy assumes a negative value.

Further, the DS ECU 20 determines the line type of each of the right separation line (lane marking, lane-partitioning line) and the left separation line, (specifically, determines whether each of the right separation line and the left separation line is a sold line (continuous line) or a broken line). In the example of FIG. 3, both the left separation line L2 and the right separation line L3 are broken lines.

In addition, the DS ECU 20 obtains a lane width Lw which is the width of the own lane measured in the lateral direction. Further, the DS ECU 20 obtains an own lane deviation Dc which is the deviation (signed distance) of the traveling position of the vehicle 10 (specifically, the position of the geometric centroid P of the outline of the vehicle 10 when the vehicle 10 is viewed from above) from the lateral center of the own lane. When the lateral center of the vehicle 10 is located on the left side of the lateral center of the own lane, the own lane deviation Dc assumes a positive value. When the lateral center of the vehicle 10 is located on the right side of the lateral center of the own lane, the own lane deviation Dc assumes a negative value. When the vehicle 10 is in the state shown in FIG. 3, the own lane deviation Dc assumes a negative value.

Notably, the front camera 41 may be configured such that an ECU (not illustrated) contained in the front camera 41 analyzes the front image every time a predetermined time elapses so as to obtain the curvature Cu, the yaw angle θy, the own lane deviation Dc, and the line type, and the ECU of the front camera 41 sends the obtained information to the DS ECU 20 every time a predetermined time elapses. Namely, the front camera 41 may execute the own lane information obtainment process.

(Surrounding Vehicle Information Obtainment Process)

When the request state of the follow-up vehicle-to-vehicle distance control is in the ON state and when the request state of the lane change assist control is in the ON state, the DS ECU 20 executes the surrounding vehicle information obtainment process. At the time of execution of the surrounding vehicle information obtainment process, for each of targets (n) present around the vehicle 10, the DS ECU 20 obtains the longitudinal positon (the x coordinate of target (n)) Dx(n), the lateral positon (the y coordinate of target (n)) Dy(n), the relative longitudinal speed Vx(n), and the relative lateral speed Vy(n) on the basis of the target information received from each of the radar units constituting the millimeter wave radar 42.

The relative longitudinal speed Vx(n) is a change in the longitudinal positon Dx(n) per unit time. The relative lateral speed Vy(n) is a change in the lateral positon Dy(n) per unit time. In the following description, the combination of these value regarding each target (n) will also be referred to as “collective target information.” (n) is an identifier given to each of the targets. In the present embodiment, “n” is a natural number. In the case where the target information regarding the same target is detected by a plurality of radar units constituting the millimeter wave radar 42, the DS ECU 20 sums up these pieces of target information to thereby obtain a single piece of collective target information.

Further, the DS ECU 20 executes a straight line correction process of obtaining corrected target information which is collective target information for the case where the lane center line CL is assumed to be a straight line. By the straight line correction process, the DS ECU 20 obtains a corrected longitudinal position Dmx(n), a corrected lateral position Dmy(n), a corrected relative longitudinal speed Vmx(n), and a corrected relative lateral speed Vmy(n) of each target (n).

Specific operation will be described with reference to an example of FIG. 4. In FIG. 4, the vehicle 10 is traveling in a curved section which curves rightward. FIG. 4 shows another vehicle 91 traveling in the own lane (whose identifier in the collective target information is “91”) and another vehicle 92 traveling in a lane located adjacent to and on the right side of the own lane (whose identifier in the collective target information is “92”). The traveling speed of the vehicle 91 is approximately equal to the vehicle speed Vs (namely, the traveling speed of the vehicle 10). The positions of the vehicle 91 and the vehicle 92 when these vehicles are assumed to travel in respective straight sections are shown as a corrected vehicle position 91 m and a corrected vehicle position 92 m, respectively.

The longitudinal position Dx(91) of the vehicle 91 in the collective target information is Dx1. Meanwhile, the distance from the present position of the vehicle 10 to the present position of the vehicle 91 (namely, the length of a traveling locus of the vehicle 91 indicated by a broken line L4) is Dway. In view of this, the DS ECU 20 estimates the distance Dway on the basis of the curvature Cu and sets the corrected longitudinal position Dmx (91) of the vehicle 91 to the distance Dway (not to the distance Dx1).

Similarly, the DS ECU 20 performs the straight line correction process for the lateral position Dy(91), the relative longitudinal speed Vx(91), and the relative lateral speed Vy(91). The lateral position Dy(91) of the vehicle 91 in the collective target information is Dy1. The corrected lateral position Dmy(91) is approximately “0.” In addition, both the corrected relative longitudinal speed Vmx(91) and the corrected relative lateral speed Vmy(91) are approximately “0.”

The DS ECU 20 executes the straight line correction process for the vehicle 92 as well. As can be understood from FIG. 4, the longitudinal position Dx(92) of the vehicle 92 in the collective target information is Dx2, and the lateral position Dy(92) of the vehicle 92 in the collective target information is Dy2. Meanwhile, the corrected longitudinal position Dmx(92) of the vehicle 92 is Dmx2, and the corrected lateral position Dmy(92) of the vehicle 92 is Dmy2.

Further, the DS ECU 20 determines whether each of the targets (n) is “an own lane other vehicle,” “a left lane other vehicle,” or “a right lane other vehicle.” The own lane other vehicle is another vehicle traveling in the own lane. The left lane other vehicle is another vehicle traveling in the left lane which is a lane located adjacent to and on the left side of the own lane. The right lane other vehicle is another vehicle traveling in the right lane which is a lane located adjacent to and on the right side of the own lane.

(Surrounding Vehicle Information Obtainment Process—Own Lane Other Vehicle)

In order to determine whether or not the target (n) is an own lane other vehicle, the DS ECU 20 obtains (updates) the post-smoothing own lane probability POs(n) of the target (n) every time a predetermined time Δt elapses. When the post-smoothing own lane probability POs is greater than a predetermined probability threshold Pth (namely, POs(n)>Pth), the DS ECU 20 determines that the target (n) is an own lane other vehicle.

A method of obtaining the post-smoothing own lane probability POs(n) will be described. Every time the predetermined time Δt elapses, the DS ECU 20 executes “an own lane presence probability obtainment process” of obtaining the own lane presence probability POi(n) of the target (n). The DS ECU 20 obtains the post-smoothing own lane probability POs(n) by smoothing a change in the own lane presence probability POi(n) with time by a method which will be described later.

The DS ECU 20 obtains the own lane presence probability POi(n) by applying an applied longitudinal position Dax(n) and an own lane lateral position DOy(n) of the target (n) to the longitudinal axis X and the lateral axis Y, respectively, of “the lane probability map” shown in FIG. 5. In the lane probability map, in general, the smaller the magnitude of the value of the longitudinal axis X, the higher the presence probability, and the smaller the magnitude of the value of the lateral axis Y, the higher the presence probability. The lane probability map is line symmetry with respect to the longitudinal axis X. The lane probability map is defined such that its longitudinal axis X coincides with the lane center line CL of the own lane, its lateral axis Y coincides with the lane width direction, and the 0 point (origin) of the longitudinal axis X coincides with the front end of the vehicle 10. The lane probability map defines the instantaneous presence probability of another vehicle in each region on the map.

The relation between presence probability and the combination of the values of the longitudinal axis X and the lateral axis Y represented in the lane probability map shown in FIG. 5 is stored in the ROM of the DS ECU 20 in the form of a lookup table. Notably, the DS ECU 20 uses the lane probability map while expanding and contracting the lane probability map in the Y-axis direction in accordance with the actual lane width Lw obtained.

The applied longitudinal position Dax(n) is the value obtained by converting the X coordinate of the target (n) in the X-Y coordinate system of the vehicle 10 to its X coordinate in the X-Y coordinate system of the lane probability map. Specifically, when the value of the corrected longitudinal position Dmx(n) is equal to or greater than “0,” the DS ECU 20 sets the applied longitudinal position Dax(n) to a value equal to the corrected longitudinal position Dmx(n) (namely, Dax(n)←Dmx(n)). Meanwhile, when the value of the corrected longitudinal position Dmx(n) is negative and its magnitude |Dmx(n)| is equal to or less than the vehicle length of the vehicle 10 (length in the longitudinal direction) Lc, the DS ECU 20 sets the applied longitudinal position Dax(n) to “0” (namely, Dax(n)←0).

Further, when the value of the corrected longitudinal position Dmx(n) is negative and its magnitude |Dmx(n)| is greater than the vehicle length Lc, the DS ECU 20 sets the applied longitudinal position Dax(n) to a value obtained by subtracting the vehicle length Lc from the magnitude |Dmx(n)| of the corrected longitudinal position Dmx(n) (namely. Dax(n)←−Dmx(n)−Lc).

Next, a method of obtaining the own lane lateral position DOy(n) will be described. The own lane lateral position DOy(n) is the deviation (signed distance) in the lateral direction of the position of the target (n), obtained by the straight line correction process, from the lateral center of the own lane.

Namely, the own lane lateral position DOy(n) is the value obtained by converting the Y coordinate of the target (n) in the X-Y coordinate system of the vehicle 10 to its Y coordinate in the X-Y coordinate system of the lane probability map. Specifically, the DS ECU 20 calculates the own lane lateral position DOy(n) as the sum of the corrected lateral position Dmy(n) and the own lane deviation Dc (namely, DOy(n)←Dmy(n)+Dc). As a result, when the target (n) is located at the lateral center of the own lane (namely, the target (n) is located on the lane center line CL), the own lane lateral position DOy(n) becomes “0.” Meanwhile, when the target (n) is located on the left side of the lane center line CL, the value of the own lane lateral position DOy(n) becomes positive. When the target (n) is located on the right side of the lane center line CL, the value of the own lane lateral position DOy(n) becomes negative.

As described above, after having obtained the own lane presence probability POi(n), the DS ECU 20 obtains the post-smoothing own lane probability POs(n) by smoothing the time course change in the own lane presence probability POi(n). More specifically, the DS ECU 20 obtains the post-smoothing own lane probability POs(n) in accordance with the following Equation (1). In Equation (1), a previous post-smoothing own lane probability POp(n) is the post-smoothing own lane probability POs(n) calculated in accordance with Equation (1) in the own lane presence probability obtainment process executed the predetermined time Δt ago. W is a predetermined weighting factor (0<W<1). POs(n)=POp(n)·W+POi(n)·(1−W)  (1) (Surrounding Vehicle Information Obtainment Process—Left Lane Other Vehicle)

In order to determine whether or not the target (n) is a left lane other vehicle, the DS ECU 20 obtains (updates) the post-smoothing left lane probability PLs(n) of the target (n) every time the predetermined time Δt elapses. When the post-smoothing left lane probability PLs(n) is greater than the probability threshold Pth (namely, PLs(n)>Pth), the DS ECU 20 determines that the target (n) is a left lane other vehicle.

The DS ECU 20 obtains the left lane presence probability PLi(n) of the target (n) by applying the applied longitudinal position Dax(n) and the left lane lateral position DLy(n) of the target (n) to the lane probability map of FIG. 5. The process of obtaining the left lane presence probability PLi(n) will also be referred to as “a left lane presence probability obtainment process.” The left lane lateral position DLy(n) is the deviation (signed distance) in the lateral direction of the position of the target (n), obtained by the straight line correction process, from the lateral center of the left lane.

Namely, the left lane lateral position DLy(n) is obtained as follows. The lane probability map is converted to a map (map for left lane) which defines the probability that the target (n) is present in the left lane, and the left lane lateral position DLy(n) is obtained by converting the Y coordinate of the target (n) in the X-Y coordinate system of the vehicle 10 to its Y coordinate in the X-Y coordinate system of the map for left lane. Specifically, the DS ECU 20 calculates the left lane lateral position DLy(n) as the sum of a value obtained by multiplying the lane width Lw by “−1,” the corrected lateral position Dmy(n), and the own lane deviation Dc (namely, DLy(n)←−Lw+Dmy(n)+Dc).

As a result, when the target (n) is located at the lateral center of the left lane, the left lane lateral position DLy(n) becomes “0.” When the target (n) is located on the left side of the lateral center of the left lane, the value of the left lane lateral position DLy(n) becomes positive. When the target (n) is located on the right side of the lateral center of the left lane, the value of the left lane lateral position DLy(n) becomes negative.

The DS ECU 20 obtains the post-smoothing left lane probability PLs(n) by smoothing the left lane presence probability PLi(n) in accordance with the following Equation (2). In Equation (2), a previous post-smoothing left lane probability PLp(n) is the post-smoothing left lane probability PLs(n) calculated in accordance with Equation (2) in the left lane presence probability obtainment process executed the predetermined time Δt ago. W is a predetermined weighting factor (0<W<1). PLs(n)=PLp(n)·W+PLi(n)·(1−W)  (2) (Surrounding Vehicle Information Obtainment Process—Right Lane Other Vehicle)

In order to determine whether or not the target (n) is a right lane other vehicle, the DS ECU 20 obtains (updates) the post-smoothing right lane probability PRs(n) of the target (n) every time the predetermined time Δt elapses. When the post-smoothing right lane probability PRs(n) is greater than the probability threshold Pth (namely, PRs(n)>Pth), the DS ECU 20 determines that the target (n) is a right lane other vehicle.

The DS ECU 20 obtains the right lane presence probability PRi(n) of the target (n) by applying the applied longitudinal position Dax(n) and the right lane lateral position DRy(n) of the target (n) to the lane probability map of FIG. 5. The process of obtaining the right lane presence probability PRi(n) will also be referred to as “a right lane presence probability obtainment process.” The right lane lateral position DRy(n) is the deviation (signed distance) in the lateral direction of the position of the target (n), obtained by the straight line correction process, from the lateral center of the right lane.

Namely, the right lane lateral position DRy(n) is obtained as follows. The lane probability map is converted to a map (map for right lane) which defines the probability that the target (n) is present in the right lane, and the right lane lateral position DRy(n) is obtained by converting the Y coordinate of the target (n) in the X-Y coordinate system of the vehicle 10 to its Y coordinate in the X-Y coordinate system of the map for right lane. Specifically, the DS ECU 20 calculates the right lane lateral position DRy(n) as the sum of the lane width Lw, the corrected lateral position Dmy(n), and the own lane deviation Dc (namely, DRy(n)←Lw+Dmy(n)+Dc).

As a result, when the target (n) is located at the lateral center of the right lane, the right lane lateral position DRy(n) becomes “0.” When the target (n) is located on the left side of the lateral center of the right lane, the value of the right lane lateral position DRy(n) becomes positive. When the target (n) is located on the right side of the lateral center of the right lane, the value of the right lane lateral position DRy(n) becomes negative.

The DS ECU 20 obtains the post-smoothing right lane probability PRs(n) by smoothing the right lane presence probability PRi(n) in accordance with the following Equation (3). In Equation (3), a previous post-smoothing right lane probability PRp(n) is the post-smoothing right lane probability PRs(n) calculated in accordance with Equation (3) in the right lane presence probability obtainment process executed the predetermined time Δt ago. W is a predetermined weighting factor (0<W<1). PRs(n)=PRp(n)·W+PRi(n)·(1−W)  (3) (Surrounding Vehicle Information Obtainment Process—Offset Process)

Incidentally, in the middle of a lane change of the vehicle 10 from the own lane (original lane) to a lane (target lane) adjacent to the own lane, there occurs “an own lane switching” in which “the lane recognized as the own lane by the own lane information obtainment process” switches from the original lane to the target lane. For example, when a lane change from the own lane (original lane) to a left lane (target lane) (namely, a leftward lane change) is performed by the lane change assist control which will be described later, the own lane deviation Dc increases gradually and becomes equal to a half of the lane width Lw (namely, Dc=Lw/2) at a certain timing. At that time, the lateral center of the vehicle 10 (specifically, the geometric centroid P of the vehicle 10) is located on the left-hand-side separation line of the own lane (original lane).

After that, when the state in which the own lane deviation Dc is greater than a half of the lane width Lw by a predetermined amount continues for a predetermined time, there occurs own lane switching in which the DS ECU 20 recognizes, as a new own lane, the lane having been recognized as the left lane (target lane in this case). Notably, even in the case where the front camera 41 executes the own lane information obtainment process, own lane switching occurs similarly.

When such own lane switching occurs, the own lane deviation Dc obtained by the own lane information obtainment process becomes the deviation of the traveling position of the vehicle 10 from the lateral center of the new own lane (target lane). In other words, at the time execution of the lane change assist control for the lane change to the left lane, the own lane deviation Dc decreases from the value of Lw/2 to the value of −Lw/2 by the lane width Lw because of occurrence of the own lane switching.

In view of the foregoing, during a period between occurrence of own lane switching as a result of execution of the lane change assist control for the case where the target lane is a left lane and completion of the lane change assist control (hereinafter referred to as “a leftward lane change assist latter period”), the DS ECU 20 operates as follows in the own lane presence probability obtainment process, the left lane presence probability obtainment process, and the right lane presence probability obtainment process.

Namely, in the own lane presence probability obtainment process in the leftward lane change assist latter period, the DS ECU 20 obtains the own lane presence probability POi(n) by applying to the lane probability map of FIG. 5 the applied longitudinal position Dax(n) of the target (n) and a value obtained by adding the lane width Lw to the own lane lateral position DOy(n).

In addition, in the left lane presence probability obtainment process in the leftward lane change assist latter period, the DS ECU 20 obtains the left lane presence probability PLi(n) by applying to the lane probability map of FIG. 5 the applied longitudinal position Dax(n) of the target (n) and a value obtained by adding the lane width Lw to the left lane lateral position DLy(n).

Further, in the right lane presence probability obtainment process in the leftward lane change assist latter period, the DS ECU 20 obtains the right lane presence probability PRi(n) by applying to the lane probability map of FIG. 5 the applied longitudinal position Dax(n) of the target (n) and a value obtained by adding the lane width Lw to the right lane lateral position DRy(n).

Namely, in the leftward lane change assist latter period, the DS ECU 20 offsets each of “the own lane lateral position DOy(n), the left lane lateral position DLy(n), and the right lane lateral position DRy(n)” applied to the lane probability map of FIG. 5 by the lane width Lw. This process will also be referred to as “a leftward offset process.”

Meanwhile, when a lane change from the own lane (original lane) to a right lane (target lane) (namely, a rightward lane change) is performed by the lane change assist control, the own lane deviation Dc decreases gradually and, at a certain timing, becomes equal to a half of a value obtained by multiplying the lane width Lw by “−1” (namely, Dc=−Lw/2). At that time, the lateral center of the vehicle 10 is located on the right-hand-side separation line of the own lane (original lane).

After that, when the state in which the own lane deviation Dc is smaller than a half of the value obtained by multiplying the lane width Lw by “−1” by a predetermined amount (namely, the state in which the magnitude |Dc| of the own lane deviation Dc is greater than Lw/2 by the predetermined amount) continues for a predetermined time, there occurs own lane switching in which the DS ECU 20 recognizes, as a new own lane, the lane having been recognized as the right lane (target lane in this case). Notably, even in the case where the front camera 41 executes the own lane information obtainment process, own lane switching occurs similarly.

When such own lane switching occurs, the own lane deviation Dc obtained by the own lane information obtainment process becomes the deviation of the traveling position of the vehicle 10 from the lateral center of the new own lane (target lane). In other words, at the time execution of the lane change assist control for the lane change to the right lane, the own lane deviation Dc increases from the value of −Lw/2 to the value of Lw/2 by the lane width Lw because of occurrence of the own lane switching.

In view of the foregoing, during a period between occurrence of own lane switching as a result of execution of the lane change assist control for the case where the target lane is a right lane and completion of the lane change assist control (hereinafter referred to as “a rightward lane change assist latter period”), the DS ECU 20 operates as follows in the own lane presence probability obtainment process, the left lane presence probability obtainment process, and the right lane presence probability obtainment process.

Namely, in the own lane presence probability obtainment process in the rightward lane change assist latter period, the DS ECU 20 obtains the own lane presence probability POi(n) by applying to the lane probability map of FIG. 5 the applied longitudinal position Dax(n) of the target (n) and a value obtained by subtracting the lane width Lw from the own lane lateral position DOy(n).

In addition, in the left lane presence probability obtainment process in the rightward lane change assist latter period, the DS ECU 20 obtains the left lane presence probability PLi(n) by applying to the lane probability map of FIG. 5 the applied longitudinal position Dax(n) of the target (n) and a value obtained by subtracting the lane width Lw from the left lane lateral position DLy(n).

Further, in the right lane presence probability obtainment process in the rightward lane change assist latter period, the DS ECU 20 obtains the right lane presence probability PRi(n) by applying to the lane probability map of FIG. 5 the applied longitudinal position Dax(n) of the target (n) and a value obtained by subtracting the lane width Lw from the right lane lateral position DRy(n).

Namely, in the rightward lane change assist latter period, the DS ECU 20 offsets each of “the own lane lateral position DOy(n), the left lane lateral position DLy(n), and the right lane lateral position DRy(n)” applied to the lane probability map of FIG. 5 by the lane width Lw. This process will also be referred to as “a rightward offset process.”

(Follow-Up Vehicle-to-Vehicle Distance Control (ACC))

The driving assist controls executed by the DS ECU 20 will now be described. The follow-up vehicle-to-vehicle distance control (one of the driving assist controls) is a control which specifies, as a vehicle to follow, another vehicle which is traveling just in front of the vehicle 10 in the own lane, sets a target acceleration Actgt such that the distance between the vehicle 10 and the vehicle to follow becomes equal to a target vehicle-to-vehicle distance Dtgt, and renders the actual acceleration As equal to the target acceleration Actgt.

Since such follow-up vehicle-to-vehicle distance control is well known (see, for example, Japanese Patent Application Laid-Open (kokai) Nos. 2014-148293 and 2006-315491 and Japanese Patent Nos. 4172434 and 4929777), the follow-up vehicle-to-vehicle distance control will be described only briefly. The follow-up vehicle-to-vehicle distance control is also called “adaptive cruise control (ACC).”

In the case where the request state of the follow-up vehicle-to-vehicle distance control is in the ON state, the DS ECU 20 executes the follow-up vehicle-to-vehicle distance control. The target vehicle-to-vehicle distance Dtgt is set (selected) by an operation “performed on the input output device 48 by the driver.”

The DS ECU 20 specifies (selects) a target (n) traveling just in front of the vehicle 10 among targets (n) each of which is determined to be an own lane other vehicle by the above-described surrounding vehicle information obtainment process. If the corrected longitudinal position Dmx(n) of the target (n) traveling just in front of the vehicle 10 is smaller than a predetermined distance threshold Dth, the DS ECU 20 determines that the target (n) is the vehicle to follow. The DS ECU 20 obtains the target acceleration Actgt of the vehicle 10 such that the distance between the vehicle 10 and the vehicle to follow becomes equal to the target vehicle-to-vehicle distance Dtgt, and controls the acceleration As by sending request signals to the engine ECU 31 and the brake ECU 32 such that the actual acceleration As coincides with the target acceleration Actgt.

(Lane Keeping Control (LKA, LTC))

Lane keeping control is a control for assisting the vehicle 10 to travel within the own lane; specifically, a control which determines a lane keeping path Ld and controls the torque Tm so as to control the steering angle θs such that the vehicle 10 travels along the lane keeping path Ld.

Since lane keeping control is well known (see, for example, Japanese Patent Application Laid-Open (kokai) Nos. 2008-195402, 2009-190464, and 2010-6279 and Japanese Patent No. 4349210), the lane keeping control will be described only briefly. The lane keeping control is also called “lane keeping assist (LKA)” or “lane trace control (LTC).”

When the follow-up vehicle-to-vehicle distance control is being executed and the request state of the lane keeping control is in the ON state, the DS ECU 20 executes the lane keeping control. At the time of execution of the lane keeping control, the OS ECU 20 uses the lane center line CL of the own lane as the lane keeping path Ld. Accordingly, the curvature of the lane keeping path Ld coincides with the curvature of the lane center line CL. The deviation of the vehicle 10 from the lane keeping path Ld in the horizontal direction coincides with the own lane deviation Dc. The angle between the lane keeping path Ld and the heading direction of the vehicle 10 coincides with the yaw angle θy.

In view of the foregoing, the DS ECU 20 computes a target steering angle θlta* in accordance with the following Equation (4). In Equation (4), Klta1, Klta2, Klta3, and Klta4 are control gains, and an integral value ΣDc is an integrated value of the own lane deviation Dc with time. θlta*=Klta1·Cu+Klta2·θy+Klta3·Dc+Klta4·ΣDc  (4)

The DS ECU 20 sends a request signal to the EPS ECU 33 such that the actual steering angle θs coincides with the target steering angle θlta*. As a result, the motor 71 is controlled through the drive circuit 69 such that the actual steering angle θs coincides with the target steering angle θlta*.

(Lane Change Assist Control (LCS))

Lane change assist control is a control for assisting the lane change from the own lane to “a target lane adjacent to the own lane (namely, either of the left lane or the right lane)”; specifically, a control which determines a lane change path Lt extending from the own lane to the target lane as will be described later, and controls the steering angle θs such that the vehicle 10 travels along the lane change path Lt. Such lane change assist control is also called “lane change support (LCS).”

When “predetermined LCS start conditions that the follow-up vehicle-to-vehicle distance control and the lane keeping control are being executed, the request state of the lane change assist control is in the ON state, and lane change assist is requested by the driver” are satisfied, the DS ECU 20 executes (starts) the lane change assist control instead of the lane keeping control. The LCS start conditions will be described later.

When the state in which the winker lever 52 is located at the first step position in the counterclockwise direction continues beyond a predetermined support request confirmation time Tr (0.8 sec in the present embodiment), the DS ECU 20 determines that there is a lane change support request in which the left lane is selected as the target lane. Similarly, when the state in which the winker lever 52 is located at the first step position in the clockwise direction continues beyond the predetermined support request confirmation time Tr, the DS ECU 20 determines that there is a lane change support request in which the right lane is selected as the target lane.

At the time of start of the lane change assist control, the DS ECU 20 informs the driver of the acceptance of the lane change support request by causing the speakers 49 to produce a sound for a short period of time. In addition, when the DS ECU 20 executes the lane change assist control while selecting the left lane as the target lane, the DS ECU 20 continues the leftward turn signal process even when the winker lever 52 is located at the neutral position. Meanwhile, when the DS ECU 20 executes the lane change assist control while selecting the right lane as the target lane, the DS ECU 20 continues the rightward turn signal process even when the winker lever 52 is located at the neutral position.

(Lane Change Assist Control—Determination of Lane Change Path)

A method of determining the lane change path Lt will be described. The lane change path Lt is a target travel path of the vehicle 10 extending from the position of the vehicle 10 at the time of start of the lane change to the position of the lateral center of the target lane.

The DS ECU 20 determines the lane change path Lt such that the time from the start of the lane change to the end of the lane change becomes equal to a target lane change time TL. The position of the lateral center of the target lane will also referred to as “a final target lateral position.” The lane change path Lt is represented by the target lateral position y(t) of the vehicle 10, with the lane center line CL of the original lane serving as a reference, the target lateral position y(t) being a function of time t elapsed from the point when the lane change assist control has been started (hereinafter referred to as “the lane change assist control start time”).

The DS ECU 20 obtains (calculates) the target lateral position y(t) on the lane change path Lt in accordance with the following Equation (5). y(t)=a·t ⁵ +b·t ⁴ +c·t ³ +d·t ² +e·t+f  (5)

“Coefficients a, b, c, d, e, and f” in Equation (5) are determined on the basis of the traveling state of the vehicle 10, the line information, and the target lane change time TL at the time of computation of the lane change path Lt. The DS ECU 20 obtains the coefficients a, b, c, d, e, and f which make the lane change path Lt smooth by applying the traveling state of the vehicle 10, the line information, and the target lane change time TL to a vehicle model (lookup table) stored in the ROM in advance.

The DS ECU 20 calculates the target lateral position (specifically, the moving amount in the lateral direction from the lateral center of the original lane) at the elapsed time t from the lane change assist control start time. The DS ECU 20 then computes a target steering angle θlca* such that the position of the vehicle 10 in the horizontal direction coincides with the target lateral position, and sends a request signal to the EPS ECU 33 such that the actual steering angle θs coincides with the target steering angle θlca*. As a result, the motor 71 is controlled through the drive circuit 69, such that the actual steering angle θs coincides with the target steering angle lca*.

(Lane Change Assist Control—LCS Start Conditions)

The LCS start conditions are satisfied when all the following conditions (S1) to (S6) are satisfied.

(S1) The follow-up vehicle-to-vehicle distance control and the lane keeping control are being executed.

(S2) The road on which the vehicle 10 is traveling is a motorway.

(S3) The line type of the lane separation line (boundary line) which defines the boundary between the original lane and the target lane is “broken line.”

(S4) The vehicle speed Vs falls within a predetermined speed range.

(S5) It has been determined that when the lane change is executed, the vehicle 10 does not collide with another vehicle traveling in the target lane.

(S6) The request state of the lane change assist control is in the ON state, and the driver of the vehicle 10 requests the lane change assist.

The DS ECU 20 determines whether or not the condition (S2) is satisfied by applying the present position Pn to the map information stored in the map database 47. In addition, the DS ECU 20 determines whether or not the line type of the boundary line is “broken line” on the basis of the line type obtained by the own lane information obtainment process.

The condition (S5) will be described specifically. In order to determine whether or not the condition (S5) is satisfied, the DS ECU 20 specifies a target lane front vehicle (a) and a target lane rear vehicle (b). (a) is the identifier of a target (n) specified as the target lane front vehicle. (b) is the identifier of a target (n) specified as the target lane rear vehicle. Accordingly, “a” and “b” are natural numbers.

The target lane front vehicle (a) is the vehicle closest to the vehicle 10 among other vehicles in the target lane which travel ahead of the vehicle 10. If the corrected longitudinal position Dmx(n) of a certain target (n) assumes a positive value, the DS ECU 20 determines that that target (n) is traveling ahead of the vehicle 10. Accordingly, the target lane front vehicle (a) is a target which is one of the targets (n) (other vehicles traveling in the target lane) and whose corrected longitudinal position Dmx(n) assumes a positive value and which is the smallest in the corrected longitudinal position Dmx(n).

Meanwhile, the target lane rear vehicle (b) is the vehicle closest to the vehicle 10 among other vehicles in the target lane which travel behind the vehicle 10. If the corrected longitudinal position Dmx(n) of a certain target (n) assumes “0” or a negative value, the DS ECU 20 determines that that target (n) is traveling behind the vehicle 10. Accordingly, the target lane rear vehicle (b) is a target which is one of the targets (n) (other vehicles traveling in the target lane) and whose corrected longitudinal position Dmx(n) assumes a value equal to or less than 0 and which is the smallest in the magnitude |Dmx(n)| of the corrected longitudinal position Dmx(n).

After having specified the target lane front vehicle (a), the DS ECU 20 calculates a forward collision time Tcf which is a time elapsing until the vehicle 10 collides with the target lane front vehicle (a). The DS ECU 20 calculates the forward collision time Tcf by multiplying, by “−1”, a value obtained by dividing the corrected longitudinal position Dmx(a) of the target lane front vehicle (a) by a corrected relative longitudinal speed Vmx(a) of the target lane front vehicle (a) (namely, Tcf=−Dmx(a)/Vmx(a)). Further, when the forward collision time Tcf is greater than a predetermined positive collision time threshold Tcth or a negative value (Tcf>Tcth, or Tcf<0), the DS ECU 20 determines that when the lane change is executed, the vehicle 10 does not collide with the target lane front vehicle (a).

Meanwhile, after having specified the target lane rear vehicle (b), the DS ECU 20 calculates a rearward collision time Tcr which is a time elapsing until the vehicle 10 collides with the target lane rear vehicle (b). The DS ECU 20 calculates the rearward collision time Tcr by dividing the corrected longitudinal position Dmx(b) of the target lane rear vehicle (b) by a corrected relative longitudinal speed Vmx(b) of the target lane rear vehicle (b) (namely, Tcr=Dmx(b)/Vmx(b)). Further, when the rearward collision time Tcr is greater than the collision time threshold Tcth or a negative value (Tcr>Tcth, or Tcr<0), the DS ECU 20 determines that when the lane change is executed, the vehicle 10 does not collide with the target lane rear vehicle (b).

The DS ECU 20 determines that the condition (S5) is satisfied if both the following conditions (sa) and (sb) are satisfied.

(sa) The target lane front vehicle (a) is not present, or it has been determined that the vehicle 10 does not collide with the target lane front vehicle (a).

(sb) The target lane rear vehicle (b) is not present, or it has been determined that the vehicle 10 does not collide with the target lane rear vehicle (b).

(Lane Change Assist Control—LCS Completion Condition)

When an LCS completion condition is satisfied during execution of the lane change assist control, the DS ECU 20 ends the lane change assist control. The LCS completion condition is a condition which is satisfied when, as a result of the traveling of the vehicle 10 along the lane change path Lt, the own lane switching occurs and the own lane deviation Dc (in this case, the deviation of the traveling position of the vehicle 10 from the lateral center of the target lane) becomes smaller than a deviation threshold Sth. The DS ECU 20 sets the deviation threshold Sth such that the deviation threshold Sth is smaller than a half of the lane width Lw (namely, Lw/2) and increases with the lane width Lw.

When the DS ECU 20 ends the lane change assist control, the DS ECU 20 resumes the lane keeping control and ends the turn signal process (namely, either of the leftward turn signal process and the rightward turn signal process).

(Lane Change Assist Control—Cancellation Condition)

When an LCS cancellation condition is satisfied during execution of the lane change assist control, the DS ECU 20 executes a lane change cancellation process of stopping the lane change to the target lane and causing the vehicle 10 to travel along “a lane return path Lr extending from the present position of the vehicle 10 to the lateral center of the original lane.”

The LCS cancellation condition is a condition which is satisfied when the possibility of collision of the vehicle 10 with another vehicle traveling in the target lane is high. More specifically, during execution of the lane change assist control as well, the DS ECU 20 executes the process of specifying the target lane front vehicle (a) and the target lane rear vehicle (b) every time a predetermined time elapses. The DS ECU 20 determines that the LCS cancellation condition is satisfied if at least one of the following conditions (ca) and (cb) is satisfied.

(ca) The forward collision time Tcf for the target lane front vehicle (a) is equal to or greater than “0” and is equal to or less than the collision time threshold Tcth (namely, 0≤Tcf≤Tcth).

(cb) The rearward collision time Tcr for the target lane rear vehicle (b) is equal to or greater than “0” and is equal to or less than the collision time threshold Tcth (namely, 0≤Tcr≤Tcth).

When the DS ECU 20 starts the lane change cancellation process, the DS ECU 20 determines the lane return path Lr by executing a process similar to the process of obtaining the lane change path Lt at the start of the lane change assist control. The final target lateral position of the lane return path Lr is the lateral center of the original lane.

During execution of the lane change cancellation process, the DS ECU 20 calculates the target lateral position at the elapsed time t from the lane change cancellation process start time (specifically, the moving amount in the lateral direction from the lane change cancellation process start time). The DS ECU 20 then computes the target steering angle θlca* such that the position of the vehicle 10 in the horizontal direction coincides with the target lateral position, and sends a request signal to the EPS ECU 33 such that the actual steering angle θs coincides with the target steering angle θlca*. As a result, the motor 71 is controlled through the drive circuit 69 such that the actual steering angle θs coincides with the target steering angle θlca*.

An example case where the lane change cancellation process is executed will be described with reference to FIG. 6. FIG. 6 is a schematic illustration showing a state in which the vehicle 10 is traveling in a straight section of a motorway having four lanes on each side. At this point in time, a lane La1 is the left lane. A lane La2 is the own lane. A lane La3 is the right lane. A lane La4 is a lane located adjacent to and on the right side of the right lane.

A broken line L4 represents the lateral center of the lane La2. A broken line L5 represents the lateral center of the lane La3. The lane width Lw obtained by the own lane information obtainment process when the vehicle 10 travels in the lane La2 is equal to the lane width Lw obtained by the own lane information obtainment process when the vehicle 10 travels in the lane La3. Accordingly, the distance between the broken lines L4 and L5 in the lateral direction is Lw.

If the lane change cancellation process is not executed, in the example of FIG. 6, the DS ECU 20 starts the lane change assist control at the point in time when the vehicle 10 is located at a position 10 a, so that the vehicle 10 travels along the lane change path Lt represented by a solid line arrow Ar1. Namely, the vehicle 10 reaches a position 10 d after passing through positions 10 b and 10 c. When the vehicle 10 approaches the position 10 d and the own lane deviation Dc becomes smaller than the deviation threshold Sth, the DS ECU 20 ends the lane change assist control. In the present example, the lane La2 is the original lane, and the lane La3 is the target lane.

Here, a case will be considered where, when the vehicle 10 undergoing the lane change assist control is located at the position 10 c, another vehicle 93 traveling from a position 93 a along a path represented by a broken line arrow Ar2 reaches a position 93 b after a lane change from the lane La4 to the lane La3. In this case, the DS ECU 20 specifies the vehicle 93 located at the position 93 b as the target lane rear vehicle. In this example, the rearward collision time Tcr for the vehicle 93 at that point in time is a positive value and is smaller than the collision time threshold Tcth. Accordingly, the LCS cancellation condition is satisfied, and as a result, the DS ECU 20 starts the lane change cancellation process.

As a result of the lane change cancellation process, the vehicle 10 travels along the lane return path Lr represented by a broken line arrow Ar3 and reaches a position 10 e. In this case, when the vehicle 10 reaches the position 10 e, the DS ECU 20 ends the lane change assist control.

(Lane Change Assist Control—Case where Offset Process is Executed and Case where Offset Process is not Executed)

Here, the above-described offset process (the leftward offset process and the rightward offset process) will be considered through use of the example shown in FIG. 6. In the example of FIG. 6, the own lane switching occurs when the vehicle 10 is located at the position 10 b during execution of the lane change assist control.

When the vehicle 10 subsequently reaches the position 10 c, the magnitude of the distance in the lateral direction between the vehicle 10 and the vehicle 93 (another vehicle) at the position 93 b is Dy3. Since the vehicle 93 is located on the right side of the vehicle 10, the corrected lateral position Dmy(93) obtained by the surrounding vehicle information obtainment process is −Dy3 (the identifier of the vehicle 93 in the collective target information is “93”).

Since this point in time is after occurrence of the own lane switching, the lane La3 is recognized as an own lane by the own lane information obtainment process. In addition, the magnitude of the distance between the vehicle 10 at the position 10 c and the lateral center of the lane La3 (namely, a broken line L5) is Dy4. Therefore, the own lane deviation Dc obtained by the surrounding vehicle information obtainment process is Dy4.

If the rightward offset process is not executed, the right lane lateral position DRy(93) is calculated in accordance with the following equation as described above. DRy(93)=Lw+Dmy(93)+Dc=Lw−Dy3+Dy4

Accordingly, when a distance (Dy4−Dy3) obtained by subtracting the distance (length) Dy4 from the distance (length) Dy3 is represented by Dy5 (see FIG. 6), the right lane lateral position DRy(93) becomes a value of Lw−Dy5. Further, when a distance (Lw−Dy5) obtained by subtracting the distance (length) Dy5 from the lane width Lw is represented by Dy6 (see FIG. 6), the right lane lateral position DRy(93) becomes Dy6.

Since the distance Dy6 is greater than a half of the lane width Lw (namely, Lw/2), the right lane presence probability PRi(93) obtained by the right lane presence probability obtainment process becomes low. As a result, the post-smoothing right lane probability PRs(93) becomes smaller than the probability threshold Pth, and the DS ECU 20 does not determine that the vehicle 93 is a right lane other vehicle.

Therefore, in this case (the assumed case where the rightward offset process is not executed), the lane change cancellation process is not executed. As a result, the DS ECU 20 continues the lane change assist control for the lane change to the lane La3 despite that the possibility of collision of the vehicle 10 with the vehicle 93 is high.

In contrast, if the rightward offset process is executed at the time execution of the right lane presence probability obtainment process, the right lane lateral position DRy(93), which is the value of the lateral axis applied to the lane probability map of FIG. 5, is calculated in accordance with the following equation. DRy(93)=(Lw+Dmy(93)+Dc)−Lw=−Dy3+Dy4

When a distance obtained by subtracting the distance (length) Dy4 from the distance (length) Dy3 is represented by Dy5 (see FIG. 6), the right lane lateral position DRy(93) becomes −Dy5.

Since the magnitude of the right lane lateral position DRy(93) (=−Dy5) calculated as described above is smaller than a half of the lane width Lw (namely, Lw/2) (i.e., is a relatively small value), the right lane presence probability PRi(93) of the vehicle 93 becomes high. As a result, the post-smoothing right lane probability PRs(93) becomes larger than the probability threshold Pth, and the DS ECU 20 determines that the vehicle 93 is a right lane other vehicle which is traveling in the target lane (right lane in this case).

Therefore, the DS ECU 20 specifies the vehicle 93 as a target lane rear vehicle. Further, the DS ECU 20 determines that the LCS cancellation condition is satisfied because the rearward collision time Tcr regarding the vehicle 93 located at the position 93 b is a positive value and is equal to or less than the collision time threshold Tcth. AS a result, the DS ECU 20 performs the lane change cancellation process. Therefore, it is possible to return the vehicle 10 to the original lane and prevent the vehicle 10 from extremely approaching the vehicle 93.

(Specific Operation)

Next, specific operation of the DS ECU 20 will be described. Every time a predetermined time Δt elapses, the CPU of the DS ECU 20 (hereinafter also referred to as “the CPU” for simplification) executes “an other vehicle information obtainment process routine” represented by a flowchart in FIG. 7. The other vehicle information obtainment process routine is executed as a portion of the surrounding vehicle information obtainment process. In addition, when the lane change assist control is not executed, the CPU executes “a lane change assist control routine” represented by a flowchart in FIG. 8 every time a predetermined time elapses.

First, the other vehicle information obtainment process routine will be described. When a proper timing has come, the CPU starts the process from step 700 of FIG. 7 and proceeds to step 702 so as to determine whether or not the request state of the follow-up vehicle-to-vehicle distance control is in the ON state. In the case where the request state of the follow-up vehicle-to-vehicle distance control is in the OFF state, the CPU makes a “No” determination in step 702 and proceeds to step 795 so as to end the present routine.

Meanwhile, in the case where the request state of the follow-up vehicle-to-vehicle distance control is in the ON state, the CPU makes a “Yes” determination in step 702 and proceeds to step 705 so as to determine whether or not the value of an own lane switching flag Xsk is “1.”

The own lane switching flag Xsk is set to “1” by the lane change assist control routine of FIG. 8 when the above-described own lane switching occurs during execution of the lane change assist control. The own lane switching flag Xsk is set to “0” in an initial routine (not shown) which is executed by the CPU when the DS ECU 20 is started (namely, when an illustrated ignition key switch of the vehicle 10 is moved from an OFF position to an ON position).

In the case where the value of the own lane switching flag Xsk is “0,” the CPU makes a “No” determination in step 705 and proceeds to step 710 so as to set an offset value Vo to “0.” Subsequently, the CPU proceeds to step 725.

Meanwhile, in the case where the value of the own lane switching flag Xsk is “1,” the CPU makes a “Yes” determination in step 705 and proceeds to step 715 so as to determine whether or not the vehicle 10 is performing a lane change to the left lane by the lane change assist control. In the case where the vehicle 10 is performing a lane change to the left lane, the CPU makes a “Yes” determination in step 715 and proceeds to step 717 so as to set the offset value Vo to the lane width Lw. Subsequently, the CPU proceeds to step 725.

In the case where the vehicle 10 is performing a lane change to the right lane, the CPU makes a “No” determination in step 715 and proceeds to step 720 so as to set the offset value Vo to a value obtained by multiplying the lane width Lw by “−1” (namely, −Lw). Subsequently, the CPU proceeds to step 725.

When the CPU proceeds to step 725, the CPU successively executes the processes of steps 725 to 755 to be described later, and proceeds to step 760.

Step 725: The CPU selects one of the targets (n) contained in the corrected target information and obtains the applied longitudinal position Dax(n) of the selected target (n) on the basis of the corrected longitudinal position Dmx(n) as described above.

Step 727: The CPU obtains the own lane lateral position DOy(n) of the target (n) as the sum of the corrected lateral position Dmy(n), the own lane deviation Dc, and the offset value Vo (namely, DOy(n)←Dmy(n)+Dc+Vo).

Step 730: The CPU obtains the own lane presence probability POi(n) by applying the applied longitudinal position Dax(n) and the own lane lateral position DOy(n) of the target (n) to the lane probability map of FIG. 5. Accordingly, if the offset value Vo is set to the lane width Lw, the leftward offset process is executed. Meanwhile, if the offset value Vo is set to the value obtained by multiplying the lane width Lw by “−1” (namely, −Lw), the rightward offset process is executed.

Step 732: The CPU calculates the post-smoothing own lane probability POs(n) in accordance with the above-described Equation (1). Notably, the previous post-smoothing own lane probability POp(n) in Equation (1) is the value set in step 787 (which will be described later) when the present routine was executed the predetermined time Δt ago. The previous post-smoothing own lane probability POp(n) is set to “0” in the above-described initial routine.

Step 735: The CPU obtains the left lane lateral position DLy(n) of the target (n) as the sum of a value obtained by multiplying the lane width Lw by “−1,” the corrected lateral position Dmy(n), the own lane deviation Dc, and the offset value Vo (namely, DLy(n)←−Lw+Dmy(n)+Dc+Vo).

Step 740: The CPU obtains the left lane presence probability PLi(n) by applying the applied longitudinal position Dax(n) and the left lane lateral position DLy(n) of the target (n) to the lane probability map of FIG. 5. Accordingly, if the offset value Vo is set to the lane width Lw, the leftward offset process is executed. Meanwhile, if the offset value Vo is set to the value obtained by multiplying the lane width Lw by “−1” (namely, −Lw), the rightward offset process is executed.

Step 742: The CPU calculates the post-smoothing left lane probability PLs(n) in accordance with the above-described Equation (2). Notably, the previous post-smoothing left lane probability PLp(n) in Equation (2) is the value set in step 787 (which will be described later) when the present routine was executed the predetermined time Δt ago. The previous post-smoothing left lane probability PLp(n) is set to “0” in the above-described initial routine.

Step 745: The CPU obtains the right lane lateral position DRy(n) of the target (n) as the sum of the lane width Lw, the corrected lateral position Dmy(n), the own lane deviation Dc, and the offset value Vo (namely, DRy(n)←Lw+Dmy(n)+Dc+Vo).

Step 750: The CPU obtains the right lane presence probability PRi(n) by applying the applied longitudinal position Dax(n) and the right lane lateral position DRy(n) of the target (n) to the lane probability map of FIG. 5. Accordingly, if the offset value Vo is set to the lane width Lw, the leftward offset process is executed. Meanwhile, if the offset value Vo is set to the value obtained by multiplying the lane width Lw by “−1” (namely, −Lw), the rightward offset process is executed.

Step 755: The CPU calculates the post-smoothing right lane probability PRs(n) in accordance with the above-described Equation (3). Notably, the previous post-smoothing right lane probability PRp(n) in Equation (3) is the value set in step 787 (which will be described later) when the present routine was executed the predetermined time Δt ago. The previous post-smoothing right lane probability PRp(n) is set to “0” in the above-described initial routine.

In step 760, the CPU determines whether or not the post-smoothing own lane probability POs(n) is greater than the probability threshold Pth. In the case where the post-smoothing own lane probability POs(n) is greater than the probability threshold Pth, the CPU makes a “Yes” determination in step 760 and proceeds to step 765 so as to determine that the target (n) is the own lane other vehicle. Subsequently, the CPU proceeds to step 787.

Meanwhile, in the case where the post-smoothing own lane probability POs(n) is equal to or less than the probability threshold Pth, the CPU makes a “No” determination in step 760 and proceeds to step 770 so as to determine whether or not the post-smoothing left lane probability PLs(n) is greater than the probability threshold Pth. In the case where the post-smoothing left lane probability PLs(n) is greater than the probability threshold Pth, the CPU makes a “Yes” determination in step 770 and proceeds to step 775 so as to determine that the target (n) is the left lane other vehicle. Subsequently, the CPU proceeds to step 787.

In the case where the post-smoothing left lane probability PLs(n) is equal to or less than the probability threshold Pth, the CPU makes a “No” determination in step 770 and proceeds to step 780 so as to determine whether or not the post-smoothing right lane probability PRs(n) is greater than the probability threshold Pth. In the case where the post-smoothing right lane probability PRs(n) is greater than the probability threshold Pth, the CPU makes a “Yes” determination in step 780 and proceeds to step 785 so as to determine that the target (n) is the right lane other vehicle. Subsequently, the CPU proceeds to step 787.

Meanwhile, in the case where the post-smoothing right lane probability PRs(n) is equal to or less than the probability threshold Pth, the CPU makes a “No” determination in step 780 and proceeds to step 787.

In step 787, the CPU stores the post-smoothing own lane probability POs(n) in the RAM of the DS ECU 20 as the previous post-smoothing own lane probability POp(n) which is referred to in step 732 when the present routine is executed next time. In addition, the CPU stores the post-smoothing left lane probability PLs(n) in the RAM of the DS ECU 20 as the previous post-smoothing left lane probability PLp(n) which is referred to in step 742 when the present routine is executed next time. Further, the CPU stores the post-smoothing right lane probability PRs(n) in the RAM of the DS ECU 20 as the previous post-smoothing right lane probability PRp(n) which is referred to in step 755 when the present routine is executed next time.

Next, the CPU proceeds to step 790 so as to determine whether or not the above-described process (namely, the process of determining whether the target (n) corresponds to the own lane other vehicle, the left lane other vehicle, or the right lane other vehicle) has been performed for all the targets (n) contained in the corrected target information. In the case where the above-described process has been performed for all the targets (n) contained in the corrected target information, the CPU makes a “Yes” determination in step 790 and proceeds to step 795.

Meanwhile, in the case where the above-described process has not yet been performed for all the targets (n) contained in the corrected target information (namely, there exists any target (n) for which the above-described process has not been performed), the CPU makes a “No” determination in step 790 and proceeds to step 725.

Next, the lane change assist control routine will be described. When a proper timing has come, the CPU starts the process from step 800 of FIG. 8 and proceeds to step 805 so as to determine whether or not the LCS start condition is satisfied.

In the case where the above-described LCS start condition is not satisfied (namely, in other words, when some of or all the above-described conditions (S1) to (S6) are not satisfied), the CPU makes a “No” determination in step 805 and proceeds to step 805.

Meanwhile, in the case where the above-described LCS start condition is satisfied (namely, all the above-described conditions (S1) to (S6) are satisfied), the CPU makes a “Yes” determination in step 805 and proceeds to step 810 so as to obtain (determine) the lane change path Lt on the basis of the above-described process.

Subsequently, the CPU proceeds to step 815 so as to determine the target steering angle θlca* such that the vehicle 10 travels along the lane change path Lt and sends a request signal to the EPS ECU 33 such that the actual steering angle θs becomes equal to the target steering angle θlca*. As a result, the EPS ECU 33 executes an unillustrated routine, whereby the steering angle θs is controlled.

Subsequently, the CPU proceeds to step 820 so as to determine whether or not the value of the own lane switching flag Xsk is “0.”

Since the own lane switching does not occur immediately after the LCS start condition has been satisfied, the value of the own lane switching flag Xsk is “0.” Therefore, the CPU makes a “Yes” determination in step 820 and proceeds to step 825 so as to determine whether or not the own lane switching has occurred. Specifically, the CPU determines whether or not the sign of the own lane deviation Dc obtained last by the own lane information obtainment process differs from the sign of the own lane deviation Dc obtained when the present step (namely, step 825) was executed last time (hereinafter referred to as “a previous own lane deviation Dcp”).

Since the own lane switching has not occurred in this stage, the sign of the own lane deviation Dc and the sign of the previous own lane deviation Dcp are the same (namely, Dc·Dcp>0). Accordingly, the CPU makes a “No” determination in step 825 and proceeds to step 835.

In step 835, the CPU determines whether or not the above-described LCS cancellation condition is satisfied. In the case where the LCS cancellation condition is not satisfied, the CPU makes a “Yes” determination in step 835 and proceeds to step 840 so as to determine whether or not the above-described LCS completion condition is satisfied.

Since the own lane switching has not occurred in this stage, the LCS completion condition is not satisfied. Therefore, the CPU makes a “No” determination in step 840 and proceeds to step 815.

After that, when the state in which the LCS cancellation condition is not satisfied continues, the own lane switching occurs. In this case, the sign of the own lane deviation Dc and the sign of the previous own lane deviation Dcp differ from each other (namely, Dc·Dcp<0). Accordingly, when the CPU proceeds to step 825, the CPU makes a “Yes” determination in step 825 and proceeds to step 830 so as to set the value of the own lane switching flag Xsk to “1.” Subsequently, the CPU makes a “Yes” determination in step 835, makes a “No” determination in step 840, and returns to step 815. At this point in time, the value of the own lane switching flag Xsk is “1.” Therefore, the CPU makes a “No” determination in the next step 820 and proceeds to step 835.

Further, when the state in which the LCS cancellation condition is not satisfied continues, the LCS completion condition is satisfied. In this case, when the CPU proceeds to step 840, the CPU makes a “Yes” determination in step 840 and proceeds to step 845. In step 845, the CPU sets the value of the own lane switching flag Xsk to “0.”

Subsequently, the CPU proceeds to step 847 and ends the lane change assist control. Specifically, the CPU resumes the follow-up vehicle-to-vehicle distance control and the lane keeping control. After that, the CPU proceeds to step 895 so as to end the present routine.

Meanwhile, in the case where the LCS cancellation condition is satisfied in the period between the point in time when the LCS start condition was satisfied and the point in time when the LCS completion condition is satisfied, when the CPU proceeds to step 835, the CPU makes a “No” determination in step 835 and proceeds to step 850. In step 850, the CPU causes the speakers 49 to reproduce a warning sound to thereby notify the driver that the lane change to the target lane is stopped and the vehicle will return to the original lane. Subsequently, the CPU proceeds to step 855 so as to determine the lane return path Lr which extends from the present position of the vehicle 10 to the lateral center of the original lane.

Subsequently, the CPU proceeds to step 860 so as to determine the target steering angle θlca* such that the vehicle 10 travels along the lane return path Lr and sends a request signal to the EPS ECU 33 such that the actual steering angle θs becomes equal to the target steering angle θlca*. As a result, the EPS ECU 33 executes the unillustrated routine, whereby the steering angle θs is controlled.

Subsequently, the CPU proceeds to step 865 so as to determine whether or not an LCS return condition is satisfied. The LCS return condition is a condition which is satisfied when the vehicle 10 reaches the lateral center of the original lane as a result of traveling along the lane return path Lr.

In the case where the LCS return condition is not satisfied, the CPU makes a “No” determination in step 865 and proceeds to step 860. Meanwhile, in the case where the LCS return condition is satisfied, the CPU makes a “Yes” determination in step 865 and proceeds to step 845 and steps subsequent thereto.

As having been described above, the present assist apparatus executes the offset process (either of the leftward offset process and the rightward offset process) when own lane switching occurs during execution of the lane change assist control. Therefore, even after occurrence of the own lane switching, the present assist apparatus can determine whether or not the lane change can be performed after properly extracting another vehicle traveling in the target lane from among the targets detected by the millimeter wave radar 42. In addition, according to the present assist apparatus, the determination as to whether or not the own lane switching has occurred during execution of the lane change assist control can be made on the basis of the sign of the own lane deviation Dc and the sign of the previous own lane deviation Dcp by a simple process. Further, according to the present assist apparatus, through utilization of the own lane presence probability POi(n), the left lane presence probability PLi(n), and the right lane presence probability PRi(n), which are obtained on the basis of the lane probability map, the determination as to whether the target (n) is the own lane other vehicle, the left lane other vehicle, or the right lane other vehicle can be made by a simple process.

The embodiment of the driving assist apparatus according to the present invention has been described; however, the present invention is not limited to the above-described embodiment, and various modifications are possible without departing from the scope of the invention. For example, the DS ECU 20 according to the present embodiment obtains the target information from the millimeter wave radar 42. However, the DS ECU 20 may obtain the target information by a different method. For example, the DS ECU 20 may obtain the target information from a laser radar provided in the vehicle 10.

The DS ECU 20 according to the present embodiment executes the lane change assist control for a lane change to the left lane and the lane change assist control for a lane change to the right lane when a predetermined condition is satisfied. However, the DS ECU 20 may execute only the lane change assist control for a lane change to the left lane. Alternatively, the DS ECU 20 may execute only the lane change assist control for a lane change to the right lane.

The DS ECU 20 according to the present embodiment obtains the corrected target information by executing the straight line correction process. However, the straight line correction process may be omitted. For example, in this case, in step 727 of FIG. 7, the DS ECU 20 may obtain the own lane lateral position DOy(n) as the sum of the lateral position Dy(n), the own lane deviation Dc, and the offset value Vo (namely, DOy(n)←Dy(n)+Dc+Vo). Similarly, in step 735, the DS ECU 20 may obtain the left lane lateral position DLy(n) as the sum of a value obtained by multiplying the lane width Lw by “−1,” the lateral position Dy(n), the own lane deviation Dc, and the offset value Vo (namely, DLy(n)←−Lw+Dy(n)+Dc+Vo). Further, in step 745, the DS ECU 20 may obtain the right lane lateral position DRy(n) as the sum of the lane width Lw, the lateral position Dy(n), the own lane deviation Dc, and the offset value Vo (namely, DRy(n)←Lw+Dy(n)+Dc+Vo).

The DS ECU 20 according to the present embodiment calculates the post-smoothing own lane probability POs(n), the post-smoothing left lane probability PLs(n), and the post-smoothing right lane probability PRs(n) in accordance with the above-described Equations (1), (2), and (3). However, the DS ECU 20 may obtain the post-smoothing own lane probability POs(n), the post-smoothing left lane probability PLs(n), and the post-smoothing right lane probability PRs(n) by a different method. For example, the DS ECU 20 may obtain, as the post-smoothing own lane probability POs(n), the average of own lane presence probabilities POi(n) obtained by the own lane presence probability obtainment process executed a predetermined number of times latest. Similarly, the DS ECU 20 may obtain, as the post-smoothing left lane probability PLs(n), the average of left lane presence probabilities PLi(n) obtained by the left lane presence probability obtainment process executed a predetermined number of times latest. Similarly, the DS ECU 20 may obtain, as the post-smoothing right lane probability PRs(n), the average of right lane presence probabilities PRi(n) obtained by the right lane presence probability obtainment process executed a predetermined number of times latest.

The DS ECU 20 according to the present embodiment calculates the post-smoothing own lane probability POs(n), the post-smoothing left lane probability PLs(n), and the post-smoothing right lane probability PRs(n) in accordance with the above-described Equations (1), (2), and (3). However, these processes may be omitted. In this case, for example, the DS ECU 20 may determine that the target (n) is the own lane other vehicle when the own lane presence probability POi(n) is higher than the probability threshold Pth. Similarly, the DS ECU 20 may determine that the target (n) is the left lane other vehicle when the left lane presence probability PLi(n) is higher than the probability threshold Pth. Further, the DS ECU 20 may determine that the target (n) is the right lane other vehicle when the right lane presence probability PRi(n) is higher than the probability threshold Pth.

The DS ECU 20 according to the present embodiment determines whether or not the vehicle 10 collides with another vehicle traveling in the target lane on the basis of the forward collision time Tcf and the rearward collision time Tcr. However, the DS ECU 20 may determine whether or not the vehicle 10 collides with another vehicle traveling in the target lane by a different method. For example, the DS ECU 20 may determine that the vehicle 10 does not collide with another vehicle traveling in the target lane when the minimum value (estimated value) of the magnitude of the distance in the longitudinal direction between the vehicle 10 and the target lane front vehicle (a) during execution of the lane change assist control is greater than a predetermined value and the minimum value (estimated value) of the magnitude of the distance in the longitudinal direction between the vehicle 10 and the target lane rear vehicle (b) during execution of the lane change assist control is greater than a predetermined value.

The lane probability map used in the present embodiment is a two-dimensional map shown in FIG. 5. However, the lane probability map may change with the vehicle speed Vs. For example, the lane probability map may be used after being modified such that the lane probability map expands in the direction of the longitudinal axis as the vehicle speed Vs increases. 

What is claimed is:
 1. A driving assist apparatus comprising: a lane recognition section which obtains an own lane width which is a length in a lateral direction of an own lane which is a lane in which an own vehicle is traveling, and an own lane deviation which is a separation amount of said own vehicle from a lateral center of said own lane; a target detection section which detects targets present around said own vehicle and obtains a target lateral position which is a position of each of said targets in the lateral direction in relation to said own vehicle; and a control execution section which executes a lane change assist control for assisting, by controlling a turn angle of turnable wheels of said own vehicle, a lane change from an original lane which is said own lane at a point when said lane change is started to a target lane which is a lane adjacent to said original lane, said control execution section executing said lane change assist control when said control execution section determines that said lane change does not cause a collision with a target lane other vehicle which is another vehicle travelling in said target lane, said target lane other vehicle being extracted from among said detected targets on the basis of said target lateral position and said own lane deviation, wherein during execution of said lane change assist control, said control execution section executes at least one of a first extraction process of extracting said target lane other vehicle on the basis of said target lateral position and a value obtained by subtracting said own lane width from said own lane deviation and a second extraction process of extracting said target lane other vehicle on the basis of said target lateral position and a value obtained by adding said own lane width to said own lane deviation, said control execution section executing said first extraction process when said own lane deviation increases by said own lane width due to occurrence of own lane switching in which said own lane deviation obtained by said lane recognition section switches from a separation amount of said own vehicle from a lateral center of said original lane to a separation amount of said own vehicle from a lateral center of said target lane, and said control execution section executing said second extraction process when said own lane deviation decreases by said own lane width due to occurrence of said own lane switching.
 2. A driving assist apparatus according to claim 1, wherein said lane recognition section obtains said own lane deviation such that the absolute value of said own lane deviation represents a distance in the lateral direction between said own vehicle and the lateral center of said own lane and the sign of said own lane deviation represents whether said own vehicle is located leftward or rightward of said own lane; and said control execution section determines that said own lane switching has occurred when said own lane deviation reverses its sign during said lane change.
 3. A driving assist apparatus according to claim 2, wherein, when said control execution section extracts said target lane other vehicle from among said detected targets, said control execution section determines whether or not a certain target is said target lane other vehicle on the basis of a probability of said certain target being said target lane other vehicle, the probability being determined on the basis of the separation amount of said certain target from the lateral center of said target lane.
 4. A driving assist apparatus according to claim 1, wherein, when said control execution section extracts said target lane other vehicle from among said detected targets, said control execution section determines whether or not a certain target is said target lane other vehicle on the basis of a probability of said certain target being said target lane other vehicle, the probability being determined on the basis of the separation amount of said certain target from the lateral center of said target lane. 